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Make the offer process learned (rather than rules-based) #37

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thobson88 opened this issue Jun 16, 2023 · 2 comments · May be fixed by #56
Open

Make the offer process learned (rather than rules-based) #37

thobson88 opened this issue Jun 16, 2023 · 2 comments · May be fixed by #56
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enhancement New feature or request

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@thobson88
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Currently offers are determined by fixed rules based on the agent's inventory.

For truly emergent trading, we need decisions on offers to be part of the action space.
@edchapman88 edchapman88 added the enhancement New feature or request label Jun 29, 2023
@edchapman88
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edchapman88 commented Aug 1, 2023 •
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Suggested process:

  • Trader uses the wrapped Forager's posted_offer field to resolve possible trades (this process must ensure offers are still valid at this point)
  • As before, Trader's are ensured to only trade once using the traded vec
  • automatic resource consumption takes place
  • Forager takes an action based on agent_state (which now should include posted_offer)
  • check posted_offer is valid, given the inventory levels of the agent (if not, set to trivial - agent must learn which offers are possible given resource levels)

@edchapman88
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Useful analysis:

  • episode vs. automatic posted_offer cancellation (due to incorrectly judged offer action)
  • episode vs. average time with offer posted
  • episode vs. rate of successful trades

@edchapman88 edchapman88 linked a pull request Sep 15, 2023 that will close this issue
37 learn offer #56
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37 learn offer alan-turing-institute/clamms
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@thobson88 @edchapman88